{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,7]],"date-time":"2026-07-07T15:20:43Z","timestamp":1783437643395,"version":"3.54.6"},"reference-count":36,"publisher":"IEEE","license":[{"start":{"date-parts":[[2019,12,1]],"date-time":"2019-12-01T00:00:00Z","timestamp":1575158400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2019,12,1]],"date-time":"2019-12-01T00:00:00Z","timestamp":1575158400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2019,12,1]],"date-time":"2019-12-01T00:00:00Z","timestamp":1575158400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2019,12]]},"DOI":"10.1109\/ssci44817.2019.9002675","type":"proceedings-article","created":{"date-parts":[[2020,2,21]],"date-time":"2020-02-21T07:49:24Z","timestamp":1582271364000},"page":"874-881","source":"Crossref","is-referenced-by-count":7,"title":["A Bayesian Discrete Optimization Algorithm for Permutation Based Combinatorial Problems"],"prefix":"10.1109","author":[{"given":"Jianming","family":"Zhang","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Xifan","family":"Yao","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Min","family":"Liu","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Yan","family":"Wang","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1016\/j.cad.2012.12.002"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1080\/00207543.2019.1617447"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1007\/s00170-019-03796-x"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1016\/j.ejor.2018.07.053"},{"key":"ref36","first-page":"567","article-title":"Variational learning of inducing variables in sparse Gaussian processes","author":"titsias","year":"2009","journal-title":"Artificial Intelligence and Statistics"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1016\/0377-2217(93)90182-M"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1080\/00207543.2018.1534016"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-10762-2_37"},{"key":"ref11","article-title":"Combinatorial Bayesian Optimization using Graph Representations","author":"oh","year":"2019","journal-title":"arXiv preprint arXiv 1902 05023"},{"key":"ref12","first-page":"1939","article-title":"A Unifying View of Sparse Approximate Gaussian Process Regression","volume":"6","author":"candela","year":"2005","journal-title":"Journal of Machine Learning Research"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1111\/j.1467-9868.2008.00663.x"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1016\/j.csda.2008.09.008"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1111\/j.1467-9868.2007.00633.x"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1111\/j.1467-9868.2011.01007.x"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1016\/j.csda.2007.09.018"},{"key":"ref18","first-page":"1865","article-title":"Sparse spectrum Gaussian process regression","volume":"11","author":"qui\u00e3onero-candela","year":"2010","journal-title":"Journal of Machine Learning Research"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1016\/j.neunet.2012.08.011"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2015.2424873"},{"key":"ref4","doi-asserted-by":"crossref","DOI":"10.1007\/978-3-540-92151-6","author":"onwubolu","year":"2009","journal-title":"Differential Evolution A Handbook for Global Permutation-based Combinatorial Optimization"},{"key":"ref27","article-title":"Sparse Gaussian Processes for Bayesian Optimization","author":"mclntire","year":"2016","journal-title":"Proceedings of the Thirty-Second Conference on Uncertainty in Artificial Intelligence"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1287\/opre.2014.1315"},{"key":"ref6","article-title":"Bayesian Optimization of Combinatorial Structures","author":"baptista","year":"2018","journal-title":"arXiv preprint arXiv 1806 08838"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1016\/j.cie.2018.09.048"},{"key":"ref5","article-title":"Dealing with Categorical and Integer-valued Variables in Bayesian Optimization with Gaussian Processes","author":"garrido-merch\u00e1n","year":"2018","journal-title":"arXivpreprint arXiv 1805 03463"},{"key":"ref8","doi-asserted-by":"crossref","first-page":"507","DOI":"10.1007\/978-3-642-25566-3_40","article-title":"Sequential Model-Based Optimization for General Algorithm Configuration","author":"hutter","year":"2011","journal-title":"International Conference on Learning and Intelligent Optimization"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1145\/2576768.2598282"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/JPROC.2015.2494218"},{"key":"ref9","author":"zaefferer","year":"2018","journal-title":"Surrogate models for discrete optimization problems"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1016\/j.asoc.2017.01.039"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-24465-5_27"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1007\/s00158-018-2182-1"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1115\/1.4037459"},{"key":"ref24","first-page":"63","article-title":"Gaussian processes in machine learning","author":"rasmussen","year":"2003","journal-title":"Machine Learning Summer School"},{"key":"ref23","article-title":"Scalable Gaussian Processes on Discrete Domains","author":"fortuin","year":"2019","journal-title":"arXiv preprint arXiv 1810 10053"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1145\/2908812.2908854"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1007\/s10589-015-9740-x"}],"event":{"name":"2019 IEEE Symposium Series on Computational Intelligence (SSCI)","location":"Xiamen, China","start":{"date-parts":[[2019,12,6]]},"end":{"date-parts":[[2019,12,9]]}},"container-title":["2019 IEEE Symposium Series on Computational Intelligence (SSCI)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/8975711\/9002648\/09002675.pdf?arnumber=9002675","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,7,17]],"date-time":"2022-07-17T21:51:16Z","timestamp":1658094676000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9002675\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,12]]},"references-count":36,"URL":"https:\/\/doi.org\/10.1109\/ssci44817.2019.9002675","relation":{},"subject":[],"published":{"date-parts":[[2019,12]]}}}